Automatic Exploratory Data Analysis Report

AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline logloss 0.693147 2.76
2_DecisionTree Decision Tree logloss 0.296321 37.17
the best 3_Default_Xgboost Xgboost logloss 0.0498985 130.3
4_Default_NeuralNetwork Neural Network logloss 0.446357 455.11
5_Default_RandomForest Random Forest logloss 0.236005 140.21
Ensemble Ensemble logloss 0.0498985 19.46

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation